IMA Journal of Applied Mathematics · 2017 · 38 citations · 31 references
Natural SciencesPhysicsComputational PhysicsDifferential EquationsTime Series AnalysisDiffusion ApproximationInverse ProblemsInverse Problems In MechanicsIterative SolversNumerical AlgorithmsNumerical Methods For Differential EquationsA Posteriori Error EstimatesConvergenceDiffusion EquationFractional Differential EquationsInverse Diffusion ProblemsInverse Problem TheoryInverse Problems In Partial Differential EquationsRegularized Reconstruction
Abstract In this article, we consider an inverse problem of recovering the potential term in a 1D time-fractional diffusion equation from the overdetermined final time data. We introduce a reconstruction operator and show its contractivity and monotonicity, which give the unique determination and an efficient algorithm. Further, for noisy data, we propose a regularized iterative algorithm based on mollification and derive error estimates for the approximation. Extensive numerical experiments for both smooth and nonsmooth potential data are provided to illustrate the efficiency and stability of the algorithm, and to verify the convergence theory.
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Uniqueness in an inverse problem for a one-dimensional fractional diffusion equation
Jin Cheng, Junichi Nakagawa, Masahiro Yamamoto et al. · Inverse Problems · 2009 · 394 citations